When I setup systems, I thoroughly document them, test them, develop them according to architectural best practices. My AI assisted code generation is lightyears ahead of what I see in companies I have worked for. The best they —the companies—-do is hire expensive consultants. Who sell them preconfigured system. And when you look into those systems you won’t believe your eyes either. Because you instantly realise that those devs do not know much about architectural patterns, aout systems design, about software development best practices. Yet they sell their systems as well, because they offer a niche product where they have only a handful competitors.
In that setting someone with solid software engineering background using AI to solve problems is like a wizard from the team‘s perspective.
When I worked for startups I was constantly panicking to miss the latest tech trends, and I feared that I would be not marketable in case I didn’t catch up. But in mature companies things work much slower. They work with decades old technology. In that setting not the latest tech counts but being able to solve problems, with whatever means you can.